Modern Data Architecture in AI : Optimize AI data storage, versioning, and partitioning with lakehouse
Book Details
Format
Paperback / Softback
ISBN-10
936589977X
ISBN-13
9789365899771
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 5th, 2025
Print length
344 Pages
Weight
554 grams
Dimensions
24.00 x 19.30 x 1.80 cms
Product Classification:
Machine learning
Ksh 5,800.00
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The book starts by introducing fundamental concepts of modern data architecture for AI, laying the groundwork for understanding its importance. It then digs deep into the aspects of data ingestion and collection strategies. Subsequently, it discusses data storage and management techniques that cater specifically to AI workloads. Readers will understand the concepts of data processing, transformation, and building scalable and efficient data pipelines, and how to orchestrate interconnected processes. The book further explores the topics of scalable ML infrastructure and stream processing, concluding with insights into visualization, explainable AI, and future trends.
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